2026-03-12 · Hina Morikawa
Turning brittle notebooks into signed pipelines
We retire the myth that notebooks are throwaway when reviewers need reproducible diffs.
ml-ops · lineage · governance
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Essays from faculty and advisors—each tied to cohort rituals you can reuse without copying prose verbatim.
2026-02-28 · Noah Anders
Latency envelopes your PM can read
Translate percentile curves into commitments stakeholders can calendar.
serving · metrics · product
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2026-02-02 · Rika Sato
Labeling queues that respect annotator wrists
SLA dashboards only work when the UI fits how people actually sit.
human-loop · operations
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2026-01-15 · Leo Zhang
Chargeback sheets GPUs deserve
Finance wants euros and yen in the same row engineers already trust.
infra · finance · gpu
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2025-12-08 · Amelia Costa
Schema sentinels that whisper before they scream
Soft warnings beat hard failures when upstream teams move faster than you.
data-quality · ci
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2025-11-19 · Kenji Patel
Edge flash scripts field techs will run
If it needs a VPN maze, it is not a field script.
edge · deployment
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